Target Selection and Sample Characterization for the DESI LOW-Z Secondary Target Program

被引:16
|
作者
Darragh-Ford, Elise [1 ,2 ,3 ]
Wu, John F. [4 ,5 ]
Mao, Yao-Yuan [6 ]
Wechsler, Risa H. [1 ,2 ,3 ]
Geha, Marla [7 ]
Forero-Romero, Jaime E. [8 ,9 ]
Hahn, ChangHoon [10 ,11 ]
Kallivayalil, Nitya [12 ]
Moustakas, John [13 ]
Nadler, Ethan O. [14 ,15 ]
Nowotka, Marta [1 ,2 ,3 ]
Peek, J. E. G. [4 ,5 ]
Tollerud, Erik J. [4 ]
Weiner, Benjamin [16 ,17 ]
Aguilar, J. [11 ]
Ahlen, S. [18 ]
Brooks, D. [19 ]
Cooper, A. P. [20 ,21 ]
de la Macorra, A. [22 ]
Dey, A. [23 ]
Fanning, K. [24 ]
Font-Ribera, A. [25 ]
Gontcho, S. Gontcho A. [11 ]
Honscheid, K. [26 ,27 ]
Kisner, T. [11 ]
Kremin, Anthony [11 ]
Landriau, M. [11 ]
Levi, Michael E. [11 ]
Martini, P. [26 ,28 ]
Meisner, Aaron M. [23 ]
Miquel, R. [25 ,29 ]
Myers, Adam D. [30 ]
Nie, Jundan [31 ]
Palanque-Delabrouille, N. [11 ,32 ]
Percival, W. J. [33 ,34 ,35 ]
Prada, F. [36 ]
Schlegel, D. [11 ]
Schubnell, M. [24 ,37 ]
Tarle, Gregory [37 ]
Vargas-Magana, M. [22 ]
Zhou, Zhimin [31 ]
Zou, H. [31 ]
机构
[1] Stanford Univ, Kavli Inst Particle Astrophys & Cosmol, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Phys, Stanford, CA 94305 USA
[3] SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
[4] Space Telescope Sci Inst, 3700 San Martin Dr, Baltimore, MD 21218 USA
[5] Johns Hopkins Univ, Dept Phys & Astron, 3400 North Charles St, Baltimore, MD 21218 USA
[6] Univ Utah, Dept Phys & Astron, Salt Lake City, UT 84112 USA
[7] Yale Univ, Dept Astron, New Haven, CT 06520 USA
[8] Univ Los Andes, Dept Fis, Cra 1 18A-10, Bogota, Colombia
[9] Univ Los Andes, Observ Astron, Cra 1 18A-10, Bogota, Colombia
[10] Princeton Univ, Dept Astrophys Sci, Peyton Hall, Princeton, NJ 08544 USA
[11] Lawrence Berkeley Natl Lab, 1 Cyclotron Rd, Berkeley, CA 94720 USA
[12] Univ Virginia, Dept Astron, 530 McCormick Rd, Charlottesville, VA 22904 USA
[13] Siena Coll, Dept Phys & Astron, 515 Loudon Rd, Loudonville, NY 12211 USA
[14] Carnegie Observ, 813 Santa Barbara St, Pasadena, CA 91101 USA
[15] Univ Southern Calif, Dept Phys & Astron, Los Angeles, CA 90007 USA
[16] Univ Arizona, Dept Astron, Tucson, AZ 85721 USA
[17] Univ Arizona, Steward Observ, Tucson, AZ 85721 USA
[18] Boston Univ, Phys Dept, 590 Commonwealth Ave, Boston, MA 02215 USA
[19] UCL, Dept Phys & Astron, Gower St, London WC1E 6BT, England
[20] Natl Tsing Hua Univ, Inst Astron, 101 Kuang Fu Rd Sec 2, Hsinchu 30013, Taiwan
[21] Natl Tsing Hua Univ, Dept Phys, 101 Kuang Fu Rd Sec 2, Hsinchu 30013, Taiwan
[22] Univ Nacl Autonoma Mexico, Inst Fis, Cd De Mexico 04510, Mexico
[23] NSFs NOIRLab, 950 N Cherry Ave, Tucson, AZ 85719 USA
[24] Univ Michigan, Dept Phys, Ann Arbor 48109, MI USA
[25] Barcelona Inst Sci & Technol, Inst Fis Altes Energies IFAE, Campus UAB, E-08193 Bellaterra, Spain
[26] Ohio State Univ, Ctr Cosmol & AstroParticle Phys, 191 West Woodruff Ave, Columbus, OH 43210 USA
[27] Ohio State Univ, Dept Phys, 191 West Woodruff Ave, Columbus, OH 43210 USA
[28] Ohio State Univ, Dept Astron, 4055 McPherson Lab,140 W 18th Ave, Columbus, OH 43210 USA
[29] Inst Catalana Recerca & Estudis Avancats i, Passeig Lluis Co 23, E-08010 Barcelona, Spain
[30] Univ Wyoming, Dept Phys & Astron, 1000 E Univ,Dept 3905, Laramie, WY 82071 USA
[31] Chinese Acad Sci, Natl Astron Observ, A20 Datun Rd, Beijing 100012, Peoples R China
[32] Univ Paris Saclay, IRFU, CEA, F-91191 Gif Sur Yvette, France
[33] Univ Waterloo, Dept Phys & Astron, 200 Univ Ave W, Waterloo, ON N2L 3G1, Canada
[34] Perimeter Inst Theoret Phys, 31 Caroline St North, Waterloo, ON N2L 2Y5, Canada
[35] Univ Waterloo, Waterloo Ctr Astrophys, 200 Univ Ave W, Waterloo, ON N2L 3G1, Canada
[36] Inst Astrofis Andalucia CSIC, Glorieta Astron S-N, E-18008 Granada, Spain
[37] Univ Michigan, Ann Arbor, MI 48109 USA
来源
ASTROPHYSICAL JOURNAL | 2023年 / 954卷 / 02期
关键词
UV LUMINOSITY FUNCTIONS; GALAXY-HALO CONNECTION; PHOTOMETRIC REDSHIFTS; HUBBLE CONSTANT; SATELLITES; EVOLUTION; MASS;
D O I
10.3847/1538-4357/ace902
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We introduce the DESI LOW-Z Secondary Target Survey, which combines the wide-area capabilities of the Dark Energy Spectroscopic Instrument (DESI) with an efficient, low-redshift target selection method. Our selection consists of a set of color and surface brightness cuts, combined with modern machine-learning methods, to target low-redshift dwarf galaxies (z < 0.03) between 19 < r < 21 with high completeness. We employ a convolutional neural network (CNN) to select high-priority targets. The LOW-Z survey has already obtained over 22,000 redshifts of dwarf galaxies (M-* < 10(9)M(circle dot)), comparable to the number of dwarf galaxies discovered in the Sloan Digital Sky Survey DR8 and GAMA. As a spare fiber survey, LOW-Z currently receives fiber allocation for just similar to 50% of its targets. However, we estimate that our selection is highly complete: for galaxies at z < 0.03 within our magnitude limits, we achieve better than 95% completeness with similar to 1% efficiency using catalog-level photometric cuts. We also demonstrate that our CNN selections z < 0.03 galaxies from the photometric cuts subsample at least 10 times more efficiently while maintaining high completeness. The full 5 yr DESI program will expand the LOW-Z sample, densely mapping the low-redshift Universe, providing an unprecedented sample of dwarf galaxies, and providing critical information about how to pursue effective and efficient low-redshift surveys.
引用
收藏
页数:18
相关论文
共 50 条
  • [41] Spectroscopic target selection in the Sloan Digital Sky Survey: The quasar sample
    Richards, GT
    Fan, XH
    Newberg, HJ
    Strauss, MA
    Berk, DEV
    Schneider, DP
    Yanny, B
    Boucher, A
    Burles, S
    Frieman, JA
    Gunn, JE
    Hall, PB
    Ivezic, Z
    Kent, S
    Loveday, J
    Lupton, RH
    Rockosi, CM
    Schlegel, DJ
    Stoughton, C
    SubbaRao, M
    York, DG
    ASTRONOMICAL JOURNAL, 2002, 123 (06): : 2945 - 2975
  • [42] Minimum Cost Multiobjective Programming Model for Target Efficiency in Sample Selection
    Muhammad, Yousaf Shad
    Khan, Saima
    Hussain, Ijaz
    Shoukry, Alaa Mohamd
    Shamsuddin, Sadaf
    Gani, Showkat
    SCIENTIFIC PROGRAMMING, 2019, 2019
  • [43] Angular clustering properties of the DESI QSO target selection using DR9 Legacy Imaging Surveys
    Chaussidon, Edmond
    Yeche, Christophe
    Palanque-Delabrouille, Nathalie
    de Mattia, Arnaud
    Myers, Adam D.
    Rezaie, Mehdi
    Ross, Ashley J.
    Seo, Hee-Jong
    Brooks, David
    Gaztanaga, Enrique
    Kehoe, Robert
    Levi, Michael E.
    Newman, Jeffrey A.
    Tarle, Gregory
    Zhang, Kai
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2022, 509 (03) : 3904 - 3923
  • [44] Low HDL-C: A secondary target of dyslipidemia therapy
    Rosenson, RS
    AMERICAN JOURNAL OF MEDICINE, 2005, 118 (10): : 1067 - 1077
  • [45] 2D study of a representative sample of low-z (U)LIRGs using integral field spectroscopy
    Garcia-Marin, M.
    Colina, L.
    Arribas, S.
    Alonso-Herrero, A.
    Monreal-Ibero, A.
    AT THE EDGE OF THE UNIVERSE: LATEST RESULTS FROM THE DEEPEST ASTRONOMICAL SURVEYS, 2007, 380 : 511 - +
  • [46] Spectroscopic target selection in the Sloan Digital Sky Survey: The main galaxy sample
    Strauss, MA
    Weinberg, DH
    Lupton, RH
    Narayanan, VK
    Annis, J
    Bernardi, M
    Blanton, M
    Burles, S
    Connolly, AJ
    Dalcanton, J
    Doi, M
    Eisenstein, D
    Frieman, JA
    Fukugita, M
    Gunn, JE
    Ivezic, Z
    Kent, S
    Kim, RSJ
    Knapp, GR
    Kron, RG
    Munn, JA
    Newberg, HJ
    Nichol, RC
    Okamura, S
    Quinn, TR
    Richmond, MW
    Schlegel, DJ
    Shimasaku, K
    SubbaRao, M
    Szalay, AS
    Berk, DV
    Vogeley, MS
    Yanny, B
    Yasuda, N
    York, DG
    Zehavi, I
    ASTRONOMICAL JOURNAL, 2002, 124 (03): : 1810 - 1824
  • [47] RESONANCE DEPTH PROFILING OF LOW-Z ELEMENTS WITH TARGET BIASING APPLIED TO THE 3.045 MEV O-16(ALPHA, ALPHA)O-16 RESONANCE
    DECOSTER, W
    BRIJS, B
    GOEMANS, J
    VANDERVORST, W
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION B-BEAM INTERACTIONS WITH MATERIALS AND ATOMS, 1992, 64 (1-4): : 417 - 421
  • [48] A new Adaptive Immune Clonal Algorithm for Underwater Acoustic Target Sample Selection
    Yang, Honghui
    Zhou, Xin
    Wang, Yun
    Dai, Jian
    Shen, Sheng
    Liu, Jingyu
    2013 IEEE INTERNATIONAL CONFERENCE OF IEEE REGION 10 (TENCON), 2013,
  • [49] A Method for Countering Dense False Target Jamming Based on Correlation Sample Selection
    Cai, Guang
    Shao, Yinbo
    Li, Rongfeng
    Ding, Liming
    2017 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2017,
  • [50] CHARACTERIZATION OF THE TRYPANOSOMATID SECONDARY ALTERNATIVE OXIDASE - A NOVEL POTENTIAL DRUG TARGET
    Menzies, Stefanie Kate
    Tulloch, Lindsay B.
    Fraser, Andrew L.
    Gould, Eoin R.
    King, Elizabeth F.
    Zacharova, Marija K.
    Florence, Gordon J.
    Smith, Terry K.
    AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2017, 95 (05): : 410 - 410